gitlore/src/embedding/ollama.rs

use reqwest::Client;
use serde::{Deserialize, Serialize};
use std::time::Duration;
use tracing::warn;

use crate::core::error::{LoreError, Result};

pub struct OllamaConfig {
    pub base_url: String,
    pub model: String,
    pub timeout_secs: u64,
}

impl Default for OllamaConfig {
    fn default() -> Self {
        Self {
            base_url: "http://localhost:11434".to_string(),
            model: "nomic-embed-text".to_string(),
            timeout_secs: 60,
        }
    }
}

pub struct OllamaClient {
    client: Client,
    config: OllamaConfig,
}

#[derive(Serialize)]
struct EmbedRequest<'a> {
    model: &'a str,
    input: Vec<&'a str>,
}

#[derive(Deserialize)]
struct EmbedResponse {
    #[allow(dead_code)]
    model: String,
    embeddings: Vec<Vec<f32>>,
}

#[derive(Deserialize)]
struct TagsResponse {
    models: Vec<ModelInfo>,
}

#[derive(Deserialize)]
struct ModelInfo {
    name: String,
}

impl OllamaClient {
    pub fn new(config: OllamaConfig) -> Self {
        let client = Client::builder()
            .timeout(Duration::from_secs(config.timeout_secs))
            .build()
            .unwrap_or_else(|e| {
                warn!(
                    error = %e,
                    "Failed to build configured Ollama HTTP client; falling back to default client"
                );
                Client::new()
            });

        Self { client, config }
    }

    pub async fn health_check(&self) -> Result<()> {
        let url = format!("{}/api/tags", self.config.base_url);

        let response =
            self.client
                .get(&url)
                .send()
                .await
                .map_err(|e| LoreError::OllamaUnavailable {
                    base_url: self.config.base_url.clone(),
                    source: Some(e),
                })?;

        let tags: TagsResponse =
            response
                .json()
                .await
                .map_err(|e| LoreError::OllamaUnavailable {
                    base_url: self.config.base_url.clone(),
                    source: Some(e),
                })?;

        let model_found = tags.models.iter().any(|m| {
            m.name == self.config.model || m.name.starts_with(&format!("{}:", self.config.model))
        });

        if !model_found {
            return Err(LoreError::OllamaModelNotFound {
                model: self.config.model.clone(),
            });
        }

        Ok(())
    }

    pub async fn embed_batch(&self, texts: &[&str]) -> Result<Vec<Vec<f32>>> {
        let url = format!("{}/api/embed", self.config.base_url);

        let request = EmbedRequest {
            model: &self.config.model,
            input: texts.to_vec(),
        };

        let response = self
            .client
            .post(&url)
            .json(&request)
            .send()
            .await
            .map_err(|e| LoreError::OllamaUnavailable {
                base_url: self.config.base_url.clone(),
                source: Some(e),
            })?;

        let status = response.status();
        if !status.is_success() {
            let body = response.text().await.unwrap_or_default();
            return Err(LoreError::EmbeddingFailed {
                document_id: 0,
                reason: format!("HTTP {}: {}", status, body),
            });
        }

        let embed_response: EmbedResponse =
            response
                .json()
                .await
                .map_err(|e| LoreError::EmbeddingFailed {
                    document_id: 0,
                    reason: format!("Failed to parse embed response: {}", e),
                })?;

        Ok(embed_response.embeddings)
    }
}

pub async fn check_ollama_health(base_url: &str) -> bool {
    let client = Client::builder()
        .timeout(Duration::from_secs(5))
        .build()
        .ok();

    let Some(client) = client else {
        return false;
    };

    let url = format!("{base_url}/api/tags");
    client.get(&url).send().await.is_ok()
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_config_defaults() {
        let config = OllamaConfig::default();
        assert_eq!(config.base_url, "http://localhost:11434");
        assert_eq!(config.model, "nomic-embed-text");
        assert_eq!(config.timeout_secs, 60);
    }

    #[test]
    fn test_health_check_model_matching() {
        let model = "nomic-embed-text";

        let tag_name = "nomic-embed-text:latest";
        assert!(
            tag_name == model || tag_name.starts_with(&format!("{model}:")),
            "should match model with tag"
        );

        let exact_name = "nomic-embed-text";
        assert!(
            exact_name == model || exact_name.starts_with(&format!("{model}:")),
            "should match exact model name"
        );

        let wrong_model = "llama2:latest";
        assert!(
            !(wrong_model == model || wrong_model.starts_with(&format!("{model}:"))),
            "should not match wrong model"
        );

        let similar_model = "nomic-embed-text-v2:latest";
        assert!(
            !(similar_model == model || similar_model.starts_with(&format!("{model}:"))),
            "should not false-positive on model name prefix"
        );
    }

    #[test]
    fn test_embed_request_serialization() {
        let request = EmbedRequest {
            model: "nomic-embed-text",
            input: vec!["hello", "world"],
        };
        let json = serde_json::to_string(&request).unwrap();
        assert!(json.contains("\"model\":\"nomic-embed-text\""));
        assert!(json.contains("\"input\":[\"hello\",\"world\"]"));
    }

    #[test]
    fn test_embed_response_deserialization() {
        let json = r#"{"model":"nomic-embed-text","embeddings":[[0.1,0.2,0.3],[0.4,0.5,0.6]]}"#;
        let response: EmbedResponse = serde_json::from_str(json).unwrap();
        assert_eq!(response.embeddings.len(), 2);
        assert_eq!(response.embeddings[0], vec![0.1, 0.2, 0.3]);
        assert_eq!(response.embeddings[1], vec![0.4, 0.5, 0.6]);
    }
}